Projects

Quick links:

• AI & Data Projects – GitHub
• Visualization Projects – Tableau Public

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Data Science/Engineering Projects

GenAI RAG Pipeline for Audit Automation

Developing a advanced multi-LLM RAG pipeline to parse, evaluate and evaluate compliance and QA of an audit. This is an extension of Audit report generation project that can produce audit report by analyzing underlying documents.

Developed in Python

NFL Tackle Analytics

Conducing a play by play analysis using tracking data at 24 samples/second for entire 2022 NFL season, to determine probability of tackle and interception.

Developed in Python

Reception of Mask Enforcement

Developing a Python package that can mine tweets from multiple social media accounts and provide sentiment analysis of tweets and reddit comments.

Developed in Python. GitHub

Rubrics Builder Web App in Python

Developed a web app using Python to replace existing Excel Solution to quickly build Rubrics for Professors to grade their students. The app is deployed here for quick on the go access.

Developed in Python. GitHub

Data Pipeline Learning Project

Developing a data pipeline prototype that taps into SEPTA’s Financial Database and outputs Tableau ready files for our Dashboards.

Developed in Python. GitHub

Text File Miner

Developed a file miner for SEPTA. The script can extract information from unstructured, hard to clean text files. It detects the file type from 25 possible types, and can automatically clean, process and output a tabular file, saving hours of manual work per file.

Developed in Python. GitHub

AI Blackjack player

Developed a blackjack player in Python that learns from 10,000s of games and improves overtime. It uses Q* learning algorithm (reinforcement learning)

Developed in Python. GitHub

Personal Investment Advisor

Developed an investment advisor which uses a neural network to predict stocks for upcoming month and suggests the top 5 stocks to invest in,

Developed in JAVA. GitHub

Slotify – A music streaming website

Developed a streaming website similar to Spotify as a hobby project to learn Web development. Supports playlists, and user accounts.

Developed using HTML, CSS and JavaScript. GitHub

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Data Challenges, Insights and Analytics Projects

Temple Analytics Challenge 2019

How can we improve clinical trial success rates? Finished as a finalist from over 250 submissions, check out the dashboard here

Check out the analysis: GitHub

Analysis in Python, visualization in Python, Tableau and Adobe Illustrator.

Faire Data Challenge

Investigated the decline in new customer acquisition. Check out my report here

Analysis and Visualization in Python. GitHub

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Visualization Projects